{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:XZ7X274IGX2W37BBWXIDKAKZCE","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"7586ec824d54484ebd24d1054f30d4e2e4721a08dd63f0d5799a34d04516bd93","cross_cats_sorted":["cs.CV"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.GR","submitted_at":"2022-03-02T16:51:00Z","title_canon_sha256":"b4c95b148ae84e8bb93c1047dac4badd0bdbc79bc5b0e2b0193f1e9b9da37a4e"},"schema_version":"1.0","source":{"id":"2203.01231","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2203.01231","created_at":"2026-07-05T08:29:12Z"},{"alias_kind":"arxiv_version","alias_value":"2203.01231v2","created_at":"2026-07-05T08:29:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2203.01231","created_at":"2026-07-05T08:29:12Z"},{"alias_kind":"pith_short_12","alias_value":"XZ7X274IGX2W","created_at":"2026-07-05T08:29:12Z"},{"alias_kind":"pith_short_16","alias_value":"XZ7X274IGX2W37BB","created_at":"2026-07-05T08:29:12Z"},{"alias_kind":"pith_short_8","alias_value":"XZ7X274I","created_at":"2026-07-05T08:29:12Z"}],"graph_snapshots":[{"event_id":"sha256:28a9ce8d4e32185d568bad327953974161e27b87654901886e531ebc19bbf7ce","target":"graph","created_at":"2026-07-05T08:29:12Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2203.01231/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This preliminary paper presents initial explorations in rendering Iterated Function System (IFS) fractals using a differentiable rendering pipeline. Differentiable rendering is a recent innovation at the intersection of computer graphics and machine learning. A fractal rendering pipeline composed of differentiable operations opens up many possibilities for generating fractals that meet particular criteria. In this paper I demonstrate this pipeline by generating IFS fractals with fixed points that resemble a given target image - a famous problem known as the \\emph{inverse IFS problem}. The main","authors_text":"Cory Braker Scott","cross_cats":["cs.CV"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.GR","submitted_at":"2022-03-02T16:51:00Z","title":"Differentiable Iterated Function Systems"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2203.01231","kind":"arxiv","version":2},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:a06466a187cdf000476b2df26c2e0537156922244ee5c1cd61765bca932448f3","target":"record","created_at":"2026-07-05T08:29:12Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"7586ec824d54484ebd24d1054f30d4e2e4721a08dd63f0d5799a34d04516bd93","cross_cats_sorted":["cs.CV"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.GR","submitted_at":"2022-03-02T16:51:00Z","title_canon_sha256":"b4c95b148ae84e8bb93c1047dac4badd0bdbc79bc5b0e2b0193f1e9b9da37a4e"},"schema_version":"1.0","source":{"id":"2203.01231","kind":"arxiv","version":2}},"canonical_sha256":"be7f7d7f8835f56dfc21b5d03501591119066526dc99a604fb26376318e304bd","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"be7f7d7f8835f56dfc21b5d03501591119066526dc99a604fb26376318e304bd","first_computed_at":"2026-07-05T08:29:12.383949Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:29:12.383949Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"4Xdt+ItXj6zezAyh54aTqbDK1SWf06lojqEyZBoi5S/HDOU0DE+G0XIWq37KN/Lo7ATfVYdaNLSHFA6Gmu6oCg==","signature_status":"signed_v1","signed_at":"2026-07-05T08:29:12.384359Z","signed_message":"canonical_sha256_bytes"},"source_id":"2203.01231","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a06466a187cdf000476b2df26c2e0537156922244ee5c1cd61765bca932448f3","sha256:28a9ce8d4e32185d568bad327953974161e27b87654901886e531ebc19bbf7ce"],"state_sha256":"d24ee83f1461a7b8b106334be9493c9b67e3eb2141c8ae5736e7be7e0af0821e"}